Data Science

This book constitutes the refereed proceedings of the 12th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2026, held in Singapore, Singapore, during September 25 27, 2026.

The 48 full papers included in this book were carefully reviewed and selected from 162 submissions. They were organized in topical sections as follows:

Part I: Big Data Management and Applications; Machine Learning for Data Science; Data Security and Privacy; Applications of Data Science; Case Study of Data Science; Data-driven Bioinformatics; Data Marketing and Economics; Social Media and Recommendation Systems; Data-driven Security; Novel methods for data analytics; Education using big data, intelligent computing or data mining; Education research, methods and materials for data science and engineering.

Part II : DataVisualization; BigDataMiningandKnowledgeManagement; InfrastructureforDataScience; MultimediaDataManagementandAnalysis; Data-drivenScientificResearch; Educationusingbigdata,intelligentcomputingordatamining,etc.; Education research, methods and materials for data science and engineering and Education Demo.